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Review of Iris Presentation Attack Detection Competitions

  • David YambayEmail author
  • Adam Czajka
  • Kevin Bowyer
  • Mayank Vatsa
  • Richa Singh
  • Afzel Noore
  • Naman Kohli
  • Daksha Yadav
  • Stephanie Schuckers
Chapter
Part of the Advances in Computer Vision and Pattern Recognition book series (ACVPR)

Abstract

Biometric recognition systems have been shown to be susceptible to presentation attacks, the use of an artificial biometric in place of a live biometric sample from a genuine user. Presentation Attack Detection (PAD) is suggested as a solution to this vulnerability. The LivDet-Iris—Iris Liveness Detection Competition started in 2013 strives to showcase the state-of-the- art in presentation attack detection by assessing the software-based iris PAD methods (Part 1), as well as hardware-based iris PAD methods (Part 2) against multiple datasets of spoof and live fingerprint images. These competitions have been open to all institutions, industrial and academic, and competitors which can enter as either anonymous or using the name of their institution. There have been two previous fingerprint competitions through LivDet; 2013 and 2015. LivDet-Iris 2017 is being conducted during 2017. LivDet-Iris has maintained a consistent level of competitors for Part 1: Algorithms throughout the two previous competitions and 2017 competition has begun to garner further interest.

Notes

Acknowledgements

The first and second author had equal contributions to the research. This work has been supported by the Center for Identification Technology Research and the National Science Foundation under Grant No. 1068055.

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Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  • David Yambay
    • 1
    Email author
  • Adam Czajka
    • 2
  • Kevin Bowyer
    • 3
  • Mayank Vatsa
    • 4
  • Richa Singh
    • 4
  • Afzel Noore
    • 5
  • Naman Kohli
    • 5
  • Daksha Yadav
    • 5
  • Stephanie Schuckers
    • 1
  1. 1.Clarkson UniversityPotsdamUSA
  2. 2.Warsaw University of TechnologyWarsawPoland
  3. 3.Notre Dame UniversityNotre DameFrance
  4. 4.IIIT-Delhi Okhla Industrial EstateNew DelhiIndia
  5. 5.West Virginia UniversityMorgantownUSA

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